Bradley Malin

A Flexible Generative Model for Heterogeneous Tabular EHR with Missing Modality

Realistic synthetic electronic health records (EHRs) can be leveraged to acceler- ate methodological developments for research purposes while mitigating privacy concerns associated with data sharing. However, the training of Generative Ad- versarial Networks remains challenging, often resulting in i…